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NYC_Real_Estate_Classifier

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grasimus commited on May 9

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@@ -174,7 +174,7 @@ Predict the continuous sale price of NYC properties using only raw, untransforme
 **![image](https://cdn-uploads.huggingface.co/production/uploads/69d7aa949910f34b03f98b9d/etJSBoJJGSsozkp7-029g.png)**
-**Result:** R²≈0.13 - the model explains only 13% of price variance.
 The chart below reveals why: the raw price distribution is so skewed that the model produces negative predicted prices for some properties (physically impossible)
 and wildly overestimates others. This confirms that training on untransformed dollar values doesn't work - the log transformation in Part 4 is essential.

 **![image](https://cdn-uploads.huggingface.co/production/uploads/69d7aa949910f34b03f98b9d/etJSBoJJGSsozkp7-029g.png)**
+**Result:** R²≈0.06 - the model explains only 6% of price variance.
 The chart below reveals why: the raw price distribution is so skewed that the model produces negative predicted prices for some properties (physically impossible)
 and wildly overestimates others. This confirms that training on untransformed dollar values doesn't work - the log transformation in Part 4 is essential.